{"id":"W2121127449","doi":"10.1503/cmaj.111946","title":"Revascularization options: One size does not fit all","year":2011,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care delivery; Medicine; Health care; Quality (philosophy); Computer science; Family medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003024637,0.001031864,0.001826494,0.001538323,0.002495626,0.002504886,0.001903161,0.0177779,0.01151225],"category_scores_gemma":[0.01469902,0.0004781086,0.001003502,0.0007896804,0.00241231,0.007628423,0.001296835,0.02528713,0.007178653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639381,"about_ca_system_score_gemma":0.002352039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705438,"about_ca_topic_score_gemma":0.006513736,"domain_scores_codex":[0.9971454,0.0009685538,0.0003333185,0.0003373525,0.0009845187,0.0002310001],"domain_scores_gemma":[0.9950659,0.002691753,0.0003642775,0.0001418867,0.0006178053,0.001118368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003016188,0.0001405436,0.003167658,0.0004296766,0.00007424924,0.01635093,0.000190084,0.0003531359,0.0006412896,0.008873384,0.869016,0.1004615],"study_design_scores_gemma":[0.0007812865,0.000650236,0.00835442,0.005512471,0.0002510544,0.09568882,0.002971001,0.003743752,0.0009091879,0.141524,0.7393498,0.0002640665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001055088,0.007277209,0.0005457176,0.9728669,0.008532382,0.00002515777,0.00005619298,0.00004963158,0.00959169],"genre_scores_gemma":[0.03304789,0.02440904,0.002037142,0.7273152,0.2019551,0.00007890354,0.0001475638,0.0001043227,0.01090485],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0177779,"threshold_uncertainty_score":0.03851229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937021626616224,"score_gpt":0.2390056077856151,"score_spread":0.2196353915194529,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}